Naruto Card Collection

Overview

All Released Cards

By Type x Primary Symbol

Percent Owned of All

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Collection

By Type x Primary Symbol

Pack Specific

The Path to Hokage

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Coils of the Snake

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Promotional Cards

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Curse of the Sand

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Revenge and Rebirth

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Dream Legacy

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Eternal Rivalry

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Quest for Power

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Battle of Destiny

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The Chosen

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Lineage of the Legends

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Approaching Wind

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A New Chronicle

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Fateful Reunion

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Emerging Alliance

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Platinum Promos

Foretold Prophecy

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Broken Promise

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Will of Fire

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Tournament Pack 1

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Fangs of the Snake

Path of Pain

Tournament Pack 2

Tales of the Gallant Sage

Shattered Truths

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Tournament Pack 3

Weapons of War

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Invasion

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Tournament Pack 4

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Sage’s Legacy

Kage Summit

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Avenger’s Wrath

Hero’s Ascension

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Ultimate Ninja Storm 3

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Does rarity predict number of cards in collection?

# Make rarity into numeric
collection <- collection %>% mutate(rarity = ifelse(Rarity == "Starter", 1, ifelse(Rarity == "Promo", 2, ifelse(Rarity=="Parallel", 3, ifelse(Rarity == "Common", 4, ifelse(Rarity=="Uncommon", 5, ifelse(Rarity=="Rare", 6, ifelse(Rarity=="Super Rare", 7, ifelse(Rarity=="STSR", 8, ifelse(Rarity=="B&G Super Rare", 9, NA))))))))))
rarity_lm <- lm(Owned ~ rarity, collection)
summary(rarity_lm)

## 
## Call:
## lm(formula = Owned ~ rarity, data = collection)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -3.1663 -2.1196 -1.1196  0.6187 29.6187 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  4.42801    0.42796  10.347  < 2e-16 ***
## rarity      -0.26168    0.09092  -2.878  0.00409 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 3.589 on 945 degrees of freedom
##   (1 observation deleted due to missingness)
## Multiple R-squared:  0.00869,    Adjusted R-squared:  0.007641 
## F-statistic: 8.284 on 1 and 945 DF,  p-value: 0.00409